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Hospitality
Tour Guide
Based on 35 assessments
12%
Low risk
Average realistic automation risk across all Tour Guide profiles in the dataset.
Score spread
Distribution across 35 profiles.
Middle half of Tour Guides score between 9% and 15%.
0%
50%
100%
Task breakdown by work type
Done entirely on a computer. High AI exposure — these tasks are already in the automation zone.
Physical sensing, digital output — e.g. interviewing someone then writing a report. Partially protected.
Computer input, real-world output — needs someone to act on it, not just software.
No computer required. Furthest from automation — the strongest human advantage.
Typical tasks
3 synthetic profiles for a Tour Guide, ordered by automation exposure.
Tab between them to see how task mix drives the score difference.
Leading groups on foot through historical or cultural sites, explaining key facts, stories, and significance of landmarks in an engaging way
deep expertise
social core
35%
AA
0%
Answering spontaneous questions from tourists about local history, culture, logistics (e.g., restrooms, transport), or personal recommendations
27%
AA
1%
Managing group dynamics, ensuring safety (e.g., crossing streets, avoiding hazards), and keeping the tour on schedule
deep expertise
social core
16%
AA
0%
Planning and customizing tour routes based on group size, interests, mobility levels, and time constraints
11%
AD
42%
Adapting the tour in real-time due to unexpected events (e.g., weather changes, site closures, or group requests)
deep expertise
social core
7%
AA
8%
Building rapport with tourists to create a welcoming and memorable experience, often through humor, storytelling, or personal anecdotes
deep expertise
social core
0%
AA
8%
Handling logistical coordination, such as checking tickets, coordinating with venues, or arranging transportation for the group
0%
AD
61%
Planning and customizing tour routes based on group size, interests, mobility levels, and time constraints
22%
AD
36%
Answering spontaneous questions from tourists about local history, culture, logistics (e.g., restrooms, transport), or personal recommendations
20%
AA
9%
Leading groups on foot through historical or cultural sites, explaining key facts, stories, and significance of landmarks in an engaging way
some context needed
social core
17%
AA
0%
Managing group dynamics, ensuring safety (e.g., crossing streets, avoiding hazards), and keeping the tour on schedule
some context needed
social core
14%
AA
4%
Building rapport with tourists to create a welcoming and memorable experience, often through humor, storytelling, or personal anecdotes
deep expertise
social core
14%
AA
4%
Adapting the tour in real-time due to unexpected events (e.g., weather changes, site closures, or group requests)
deep expertise
social core
8%
AA
4%
Handling logistical coordination, such as checking tickets, coordinating with venues, or arranging transportation for the group
2%
AD
44%
Planning and customizing tour routes based on group size, interests, mobility levels, and time constraints
24%
AD
29%
Answering spontaneous questions from tourists about local history, culture, logistics (e.g., restrooms, transport), or personal recommendations
22%
AA
5%
Handling logistical coordination, such as checking tickets, coordinating with venues, or arranging transportation for the group
20%
AD
48%
Leading groups on foot through historical or cultural sites, explaining key facts, stories, and significance of landmarks in an engaging way
deep expertise
social core
17%
AA
0%
Managing group dynamics, ensuring safety (e.g., crossing streets, avoiding hazards), and keeping the tour on schedule
deep expertise
social core
8%
AA
7%
Adapting the tour in real-time due to unexpected events (e.g., weather changes, site closures, or group requests)
deep expertise
social element
6%
AA
4%
Building rapport with tourists to create a welcoming and memorable experience, often through humor, storytelling, or personal anecdotes
deep expertise
social core
1%
AA
2%
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